Dataset Versions
Versions
Batch2
v8
· 3 years ago
orient_contrast_rotation_resize
v7
· 3 years ago
with_auto_orient_contrast_rotation
v6
· 3 years ago
Finalized_renamed_classnames
v5
· 3 years ago
Finalized 8:56pm
v4
· 3 years ago
2022-01-24 7:13pm
v3
· 3 years ago
2022-01-24 7:13pm
v2
· 3 years ago
2022-01-24 7:13pm
v1
· 3 years ago
v8
Batch2
Generated on Feb 14, 2022
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YOLOv11
TXT annotations and YAML config used with YOLOv11.
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TXT annotations and YAML config used with YOLOv8.
YOLOv5
TXT annotations and YAML config used with YOLOv5.
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TXT annotations and YAML config used with YOLOv7.
COCO JSON
COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
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Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
TFRecord
TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
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PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
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1572 Total Images
View All Images
Dataset Split
Train Set 83%
1302Images
Valid Set 11%
179Images
Test Set 6%
91Images
Preprocessing
Modify Classes: 4 remapped, 0 dropped
Augmentations
Outputs per training example: 2
Flip: Horizontal, Vertical
Shear: ±5° Horizontal, ±10° Vertical
Exposure: Between -3% and +3%
Blur: Up to 1px